Data and AI platform training

Trainings10,271Hand-checked69

10,271 trainings · 69 hand-checked

AWS training

AWS Skill Builder · 2,481 trainings, 1,592 free · 318 retired kept

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AWS Skill Builder and AWS classroom training: digital courses, labs and instructor-led classes for AWS services.

Full catalog

Read Nov 2026
SQL and analyticsFreeFundamentals of Analytics on AWS – Part 1A 2-hour beginner course on SQL, analytics and BI.since 2025Open ↗SQL and analyticsFreeFundamentals of Analytics on AWS – Part 2A 1.5-hour beginner course on SQL, analytics and BI.since 2025Open ↗Data engineeringSubscriptionDigital Classroom - Building Batch Data Analytics Solutions on AWSAn 8-hour intermediate live class on data engineering.since 2025Open ↗DatabasesSubscriptionLab - Advanced features of Amazon Aurora PostgreSQLA 1-hour advanced hands-on lab on databases.since 2025Open ↗DatabasesSubscriptionLab - Performance Monitoring for Amazon RDS PostgreSQL and Amazon AuroraA 1-hour advanced hands-on lab on databases.since 2025Open ↗DatabasesSubscriptionLab - Performance optimization with Amazon Aurora PostgreSQLA 1-hour advanced hands-on lab on databases.since 2025Open ↗DatabasesSubscriptionLab - Working with Amazon Aurora PostgreSQLA 1-hour intermediate hands-on lab on databases.since 2025Open ↗DatabasesSubscriptionLab - Working with Amazon RDS for PostgreSQLA 1-hour intermediate hands-on lab on databases.since 2025Open ↗GenAI and LLMsSubscriptionOfficial Practice Exam: AWS Certified AI Practitioner (AIF-C01 - English)A 1.5-hour beginner exam prep course on generative AI and LLMs.since 2025Open ↗GenAI and LLMsFreePrompt Engineering with Amazon Q DeveloperA 30-minute beginner course on generative AI and LLMs.since 2025Open ↗Cloud infrastructureFreeAWS SimuLearn: Cloud Computing EssentialsA 1-hour beginner hands-on lab on cloud infrastructure.since 2025Open ↗GenAI and LLMsSubscriptionAWS Cloud Quest: Generative AI ArchitectA 24-hour intermediate hands-on lab on generative AI and LLMs.since 2025Open ↗Cloud infrastructureSubscriptionAWS Escape Room: Exam Prep for AWS Certified Solutions Architect - Associate (SAA-C03)A 6-hour intermediate hands-on lab on cloud infrastructure that prepares for AWS Certified Solutions Architect - Associate.since 2025Open ↗GenAI and LLMsFreeAWS SimuLearn: Explore the Amazon Bedrock PlaygroundsA 1-hour beginner hands-on lab on generative AI and LLMs.since 2025Open ↗GenAI and LLMsSubscriptionAWS SimuLearn: Generative AI ArchitectA 23-hour intermediate learning path on generative AI and LLMs.since 2025Open ↗GenAI and LLMsFreeAWS SimuLearn: Get Started with Generative AIA 1-hour beginner hands-on lab on generative AI and LLMs.since 2025Open ↗GenAI and LLMsFreeIntroduction to Generative AI - Art of the PossibleA 1-hour beginner course on generative AI and LLMs.since 2025Open ↗GenAI and LLMsSubscriptionLab - Analyze Images and Videos with Amazon RekognitionA 1.3-hour beginner hands-on lab on generative AI and LLMs.since 2025Open ↗Admin and costSubscriptionLab - Configure and Manage Message Queues with Amazon Simple Queue Service (SQS)A 1-hour intermediate hands-on lab on administration and cost.since 2025Open ↗SQL and analyticsSubscriptionLab - Configure Metrics and Alarms in Amazon CloudWatchA 1-hour beginner hands-on lab on SQL, analytics and BI.since 2025Open ↗Governance and securitySubscriptionLab - Secure Sensitive Data with Amazon MacieA 1-hour beginner hands-on lab on governance and security.since 2025Open ↗GenAI and LLMsFreeAWS Artificial Intelligence Practitioner Learning PlanAn 8-hour beginner learning path on generative AI and LLMs.since 2025Open ↗GenAI and LLMsFreeExam Prep Plan: AWS Certified AI Practitioner (AIF-C01 - English)A 22.8-hour beginner learning path on generative AI and LLMs.since 2025Open ↗GenAI and LLMsFreeExploring Amazon Nova models using Amazon BedrockA 2-hour beginner course on generative AI and LLMs.since 2025Open ↗GenAI and LLMsFreeAWS Cloud Quest: Generative AI PractitionerA 10-hour beginner hands-on lab on generative AI and LLMs.since 2025Open ↗Cloud infrastructureSubscriptionAWS SimuLearn: Solutions ArchitectA 27-hour beginner learning path on cloud infrastructure.since 2025Open ↗Governance and securityFreeAWS Security Champion - Knowledge Badge Readiness PathA 26.3-hour intermediate learning path on governance and security.since 2025Open ↗Cloud infrastructureFreeDomain 3 Review: AWS Certified Solutions Architect - Associate (SAA-C03 - English)A 45-minute beginner exam prep course on cloud infrastructure that prepares for AWS Certified Solutions Architect - Associate.since 2025Open ↗App developmentFreeAmazon EventBridge Getting StartedA 1-hour beginner course on app development.since 2025Open ↗Admin and costFreeAmazon Simple Notification Service (Amazon SNS) - TroubleshootingA 1-hour intermediate course on administration and cost.since 2025Open ↗Governance and securitySubscriptionAWS SimuLearn: Serverless AuthenticationA 1-hour intermediate hands-on lab on governance and security.since 2025Open ↗Admin and costSubscriptionAWS SimuLearn: Set Up a Cloud Development EnvironmentA 1-hour beginner hands-on lab on administration and cost.since 2025Open ↗StreamingSubscriptionBuilding Event-Driven Applications With Amazon EventBridge (Includes Labs)A 3-hour intermediate course on streaming.since 2025Open ↗GenAI and LLMsSubscriptionBuilding Generative AI Applications Using Amazon Bedrock (Includes Labs)A 9-hour advanced course on generative AI and LLMs.since 2025Open ↗Cloud infrastructureFreeCloud Essentials - Knowledge Badge Readiness Path (includes Labs)A 21.9-hour beginner learning path on cloud infrastructure.since 2025Open ↗App developmentSubscriptionDigital Classroom - Developing Serverless Solutions on AWSA 24-hour intermediate live class on app development.since 2025Open ↗Cloud infrastructureSubscriptionDomain 1 Practice: AWS Certified Cloud Practitioner (CLF-C02 - English)A 40-minute beginner exam prep course on cloud infrastructure.since 2025Open ↗Cloud infrastructureFreeDomain 1 Review: AWS Certified Cloud Practitioner (CLF-C02 - English)A 1.1-hour beginner exam prep course on cloud infrastructure.since 2025Open ↗Cloud infrastructureSubscriptionDomain 2 Practice: AWS Certified Cloud Practitioner (CLF-C02 - English)A 40-minute beginner exam prep course on cloud infrastructure.since 2025Open ↗Cloud infrastructureSubscriptionDomain 3 Practice: AWS Certified Cloud Practitioner (CLF-C02 - English)A 1-hour beginner exam prep course on cloud infrastructure.since 2025Open ↗Cloud infrastructureFreeDomain 3 Review: AWS Certified Cloud Practitioner (CLF-C02 - English)A 1.1-hour beginner exam prep course on cloud infrastructure.since 2025Open ↗Cloud infrastructureFreeDomain 4 Review: AWS Certified Cloud Practitioner (CLF-C02 - English)A 1.1-hour beginner exam prep course on cloud infrastructure.since 2025Open ↗Cloud infrastructureFreeExam Prep Overview: AWS Certified Cloud Practitioner (CLF-C02 - English)A 20-minute beginner exam prep course on cloud infrastructure.since 2025Open ↗Cloud infrastructureFreeExam Prep Plan Overview: AWS Certified Cloud Practitioner (CLF-C02 - English)A 15-minute beginner exam prep course on cloud infrastructure.since 2025Open ↗Cloud infrastructureFreeExam Prep Plan: AWS Certified Cloud Practitioner (CLF-C02 - English)A 32.3-hour beginner learning path on cloud infrastructure.since 2025Open ↗Cloud infrastructureFreeExam Prep Summary: AWS Certified Cloud Practitioner (CLF-C02 - English)A 5-minute beginner exam prep course on cloud infrastructure.since 2025Open ↗Cloud infrastructureSubscriptionOfficial Practice Exam: AWS Certified Cloud Practitioner (CLF-C02 - English)A 1.5-hour beginner exam prep course on cloud infrastructure.since 2025Open ↗Cloud infrastructureFreeOfficial Practice Question Set: AWS Certified Cloud Practitioner (CLF-C02 - English)A 30-minute beginner exam prep course on cloud infrastructure.since 2025Open ↗Admin and costFreeOptimizing Costs for Microsoft Workloads on AWSA 1.5-hour intermediate course on administration and cost.since 2025Open ↗Admin and costFreeAdvanced CloudFormation: MacrosA 1-hour advanced course on administration and cost.since 2025Open ↗
Training
Fundamentals of Analytics on AWS – Part 1A 2-hour beginner course on SQL, analytics and BI.
Fundamentals of Analytics on AWS – Part 2A 1.5-hour beginner course on SQL, analytics and BI.
Digital Classroom - Building Batch Data Analytics Solutions on AWSAn 8-hour intermediate live class on data engineering.
Lab - Advanced features of Amazon Aurora PostgreSQLA 1-hour advanced hands-on lab on databases.
Lab - Performance Monitoring for Amazon RDS PostgreSQL and Amazon AuroraA 1-hour advanced hands-on lab on databases.
Lab - Performance optimization with Amazon Aurora PostgreSQLA 1-hour advanced hands-on lab on databases.
Lab - Working with Amazon Aurora PostgreSQLA 1-hour intermediate hands-on lab on databases.
Lab - Working with Amazon RDS for PostgreSQLA 1-hour intermediate hands-on lab on databases.
Official Practice Exam: AWS Certified AI Practitioner (AIF-C01 - English)A 1.5-hour beginner exam prep course on generative AI and LLMs.
Prompt Engineering with Amazon Q DeveloperA 30-minute beginner course on generative AI and LLMs.
AWS SimuLearn: Cloud Computing EssentialsA 1-hour beginner hands-on lab on cloud infrastructure.
AWS Cloud Quest: Generative AI ArchitectA 24-hour intermediate hands-on lab on generative AI and LLMs.
AWS Escape Room: Exam Prep for AWS Certified Solutions Architect - Associate (SAA-C03)A 6-hour intermediate hands-on lab on cloud infrastructure that prepares for AWS Certified Solutions Architect - Associate.
AWS SimuLearn: Explore the Amazon Bedrock PlaygroundsA 1-hour beginner hands-on lab on generative AI and LLMs.
AWS SimuLearn: Generative AI ArchitectA 23-hour intermediate learning path on generative AI and LLMs.
AWS SimuLearn: Get Started with Generative AIA 1-hour beginner hands-on lab on generative AI and LLMs.
Introduction to Generative AI - Art of the PossibleA 1-hour beginner course on generative AI and LLMs.
Lab - Analyze Images and Videos with Amazon RekognitionA 1.3-hour beginner hands-on lab on generative AI and LLMs.
Lab - Configure and Manage Message Queues with Amazon Simple Queue Service (SQS)A 1-hour intermediate hands-on lab on administration and cost.
Lab - Configure Metrics and Alarms in Amazon CloudWatchA 1-hour beginner hands-on lab on SQL, analytics and BI.
Lab - Secure Sensitive Data with Amazon MacieA 1-hour beginner hands-on lab on governance and security.
AWS Artificial Intelligence Practitioner Learning PlanAn 8-hour beginner learning path on generative AI and LLMs.
Exam Prep Plan: AWS Certified AI Practitioner (AIF-C01 - English)A 22.8-hour beginner learning path on generative AI and LLMs.
Exploring Amazon Nova models using Amazon BedrockA 2-hour beginner course on generative AI and LLMs.
AWS Cloud Quest: Generative AI PractitionerA 10-hour beginner hands-on lab on generative AI and LLMs.
AWS SimuLearn: Solutions ArchitectA 27-hour beginner learning path on cloud infrastructure.
AWS Security Champion - Knowledge Badge Readiness PathA 26.3-hour intermediate learning path on governance and security.
Domain 3 Review: AWS Certified Solutions Architect - Associate (SAA-C03 - English)A 45-minute beginner exam prep course on cloud infrastructure that prepares for AWS Certified Solutions Architect - Associate.
Amazon EventBridge Getting StartedA 1-hour beginner course on app development.
Amazon Simple Notification Service (Amazon SNS) - TroubleshootingA 1-hour intermediate course on administration and cost.
AWS SimuLearn: Serverless AuthenticationA 1-hour intermediate hands-on lab on governance and security.
AWS SimuLearn: Set Up a Cloud Development EnvironmentA 1-hour beginner hands-on lab on administration and cost.
Building Event-Driven Applications With Amazon EventBridge (Includes Labs)A 3-hour intermediate course on streaming.
Building Generative AI Applications Using Amazon Bedrock (Includes Labs)A 9-hour advanced course on generative AI and LLMs.
Cloud Essentials - Knowledge Badge Readiness Path (includes Labs)A 21.9-hour beginner learning path on cloud infrastructure.
Digital Classroom - Developing Serverless Solutions on AWSA 24-hour intermediate live class on app development.
Domain 1 Practice: AWS Certified Cloud Practitioner (CLF-C02 - English)A 40-minute beginner exam prep course on cloud infrastructure.
Domain 1 Review: AWS Certified Cloud Practitioner (CLF-C02 - English)A 1.1-hour beginner exam prep course on cloud infrastructure.
Domain 2 Practice: AWS Certified Cloud Practitioner (CLF-C02 - English)A 40-minute beginner exam prep course on cloud infrastructure.
Domain 3 Practice: AWS Certified Cloud Practitioner (CLF-C02 - English)A 1-hour beginner exam prep course on cloud infrastructure.
Domain 3 Review: AWS Certified Cloud Practitioner (CLF-C02 - English)A 1.1-hour beginner exam prep course on cloud infrastructure.
Domain 4 Review: AWS Certified Cloud Practitioner (CLF-C02 - English)A 1.1-hour beginner exam prep course on cloud infrastructure.
Exam Prep Overview: AWS Certified Cloud Practitioner (CLF-C02 - English)A 20-minute beginner exam prep course on cloud infrastructure.
Exam Prep Plan Overview: AWS Certified Cloud Practitioner (CLF-C02 - English)A 15-minute beginner exam prep course on cloud infrastructure.
Exam Prep Plan: AWS Certified Cloud Practitioner (CLF-C02 - English)A 32.3-hour beginner learning path on cloud infrastructure.
Exam Prep Summary: AWS Certified Cloud Practitioner (CLF-C02 - English)A 5-minute beginner exam prep course on cloud infrastructure.
Official Practice Exam: AWS Certified Cloud Practitioner (CLF-C02 - English)A 1.5-hour beginner exam prep course on cloud infrastructure.
Official Practice Question Set: AWS Certified Cloud Practitioner (CLF-C02 - English)A 30-minute beginner exam prep course on cloud infrastructure.
Optimizing Costs for Microsoft Workloads on AWSA 1.5-hour intermediate course on administration and cost.
Advanced CloudFormation: MacrosA 1-hour advanced course on administration and cost.

Added and retired by year

YearAddedRetired
2026+20721
2025+310161
2024+236103
2023+10719
2022+15811
2021+1083
202000
2019 or before00
No earlier recordfirst read by Training, Sep 20261,673

808 come from the first Internet Archive copy of the page; 1,673 have no record before Training first read them. Retired counts items the archive saw that are no longer listed.

Courses tracked in detail

Generative AIFreeDeveloping Generative Artificial Intelligence SolutionsDigital primer on the generative AI application lifecycle, from use case and model choice to evaluation and deployment.Self-paced · 1 h · BeginnerCourse →Machine learningFreeFundamentals of Machine Learning and Artificial IntelligenceDigital course on core AI, ML, deep learning and generative AI terms plus AWS services that use AI and ML.Self-paced · 1 h · BeginnerCourse →Data engineeringPaidData Engineering on AWSThree-day classroom course on designing, building and operating data pipelines and analytics solutions on AWS.Instructor-led · 3 days · IntermediateCourse →Generative AIPaidDeveloping Generative AI Applications on AWSTwo-day classroom course for software developers on building and customizing generative AI solutions on AWS.Instructor-led · 2 days · AdvancedCourse →Data engineeringPaidExam Prep: AWS Certified Data Engineer - Associate (DEA-C01)One-day instructor-led review of each DEA-C01 exam domain with exam-style practice questions.Prepares for AWS Certified Data Engineer - AssociateInstructor-led · 1 day · BeginnerCourse →Machine learningPaidMachine Learning Engineering on AWSThree-day classroom course on ML engineering on AWS, including CI/CD pipelines for ML workflows.Instructor-led · 3 days · IntermediateCourse →
Course
Developing Generative Artificial Intelligence SolutionsDigital primer on the generative AI application lifecycle, from use case and model choice to evaluation and deployment.FreeGenerative AI · Beginner · 1 h
Fundamentals of Machine Learning and Artificial IntelligenceDigital course on core AI, ML, deep learning and generative AI terms plus AWS services that use AI and ML.FreeMachine learning · Beginner · 1 h
Data Engineering on AWSThree-day classroom course on designing, building and operating data pipelines and analytics solutions on AWS.PaidData engineering · Intermediate · 3 days
Developing Generative AI Applications on AWSTwo-day classroom course for software developers on building and customizing generative AI solutions on AWS.PaidGenerative AI · Advanced · 2 days
Exam Prep: AWS Certified Data Engineer - Associate (DEA-C01)One-day instructor-led review of each DEA-C01 exam domain with exam-style practice questions.PaidData engineering · Beginner · 1 day · prepares for AWS Certified Data Engineer - Associate
Machine Learning Engineering on AWSThree-day classroom course on ML engineering on AWS, including CI/CD pipelines for ML workflows.PaidMachine learning · Intermediate · 3 days

Certifications these courses prepare for

Certification1 courseAWS Certified Data Engineer - AssociatePrep courses →
CertificationCoursesFree
AWS Certified Data Engineer - Associate10
About AWS training

AWS Skill Builder and AWS classroom training: digital courses, labs and instructor-led classes for AWS services.

Full catalog read from skillbuilder.aws, last on Nov 4, 2026.